Vol. 6 No. 1 (2021): Proceedings of the European Conference of the PHM Society 2021
Edited by:
Phuc Do
Steve King
Olga Fink
ISBN: 978-1-936263-34-9
Published: 2021-06-29
Proceedings Front Matter
PHME 2021 Management Team, Publisher Information and Table of Contents
Abstract 651 | PDF Downloads 889 | DOI https://doi.org/10.36001/phme.2021.v6i1.3068Technical Papers
Embedding Diagnosability of Complex Industrial Systems Into the Design Process Using a Model-Based Methodology
Abstract 899 | PDF Downloads 695 | DOI https://doi.org/10.36001/phme.2021.v6i1.2806
Page 9
Unsupervised Anomaly Detection for Hard Drives
Abstract 686 | PDF Downloads 700 | DOI https://doi.org/10.36001/phme.2021.v6i1.2795
Page 7
Optimal Service Points (OSP) for PHM Enabled Condition Based Maintenance for Oil and Gas Applications
Abstract 1759 | PDF Downloads 677 | DOI https://doi.org/10.36001/phme.2021.v6i1.2850
Page 15
Hybrid Approach for Health Monitoring of Mud Motor Fleet
Abstract 1323 | PDF Downloads 1138 | DOI https://doi.org/10.36001/phme.2021.v6i1.2885
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Hybrid Prediction Method for Remaining Useful Lifetime Estimation Considering Uncertainties
Abstract 1045 | PDF Downloads 714 | DOI https://doi.org/10.36001/phme.2021.v6i1.2843
Page 11
Data-Driven Fault Detection Method for Electronic Boards in Intelligent Remote Dual-Valve System
Abstract 1234 | PDF Downloads 601 | DOI https://doi.org/10.36001/phme.2021.v6i1.2903
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An Adaptive Framework For Remaining Useful Life Predictions Of Aircraft Systems
Abstract 1811 | PDF Downloads 628 | DOI https://doi.org/10.36001/phme.2021.v6i1.2868
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Semi-automated Estimation of Reliability Measures from MaintenanceWork Order Records
Abstract 1017 | PDF Downloads 840 | DOI https://doi.org/10.36001/phme.2021.v6i1.2950
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Wavelet Scattering Network Based Bearing Fault Detection
Abstract 1238 | PDF Downloads 958 | DOI https://doi.org/10.36001/phme.2021.v6i1.2875
Page 8
Qualifying Evaluations from Human Operators: Integrating Sensor Data with Natural Language Logs
Abstract 745 | PDF Downloads 653 | DOI https://doi.org/10.36001/phme.2021.v6i1.2810
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Learning Representations with End-to-End Models for Improved Remaining Useful Life Prognostic
Abstract 611 | PDF Downloads 495 | DOI https://doi.org/10.36001/phme.2021.v6i1.2785
Page 8
The Impact of Data Quality on Maintenance Work Order Analysis: A Case Study in Historical HVAC Maintenance Work Orders
Abstract 1220 | PDF Downloads 921 | DOI https://doi.org/10.36001/phme.2021.v6i1.2814
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Model-based Remaining-Useful-Life prognostics for aircraft Cooling Units
Abstract 7194 | PDF Downloads 874 | DOI https://doi.org/10.36001/phme.2021.v6i1.2827
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Requirements for Designing A Robotic System for Aircraft Wing Fuel Tank Inspection
Abstract 1161 | PDF Downloads 1051 | DOI https://doi.org/10.36001/phme.2021.v6i1.2851
Page 12
Power Devices Health Condition Monitoring: A Review of Recent Papers
Abstract 985 | PDF Downloads 1892 | DOI https://doi.org/10.36001/phme.2021.v6i1.2808
Page 15
Age and Condition-Based Preventive Replacement Timing for Periodic Aircraft Maintenance Checks
Abstract 17668 | PDF Downloads 2221 | DOI https://doi.org/10.36001/phme.2021.v6i1.2865
Page 12
Canonical polyadic decomposition and deep learning for machine fault detection
Abstract 545 | PDF Downloads 532 | DOI https://doi.org/10.36001/phme.2021.v6i1.2881
Page 9
Data-Driven Capability-based Health Monitoring Method for Automative Manufacturing
Abstract 610 | PDF Downloads 467 | DOI https://doi.org/10.36001/phme.2021.v6i1.2811
Page 12
An Operational Availability Optimization Model Based on the Integration of Predictive and Scheduled Maintenance
Abstract 12274 | PDF Downloads 1707 | DOI https://doi.org/10.36001/phme.2021.v6i1.2816
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A Flexible Data Management System for the Analysis of an Electro- Mechanical Actuator on a Test Bench
Abstract 767 | PDF Downloads 635 | DOI https://doi.org/10.36001/phme.2021.v6i1.2880
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Automated and Rapid Seal Wear Classification Based on Acoustic Emission and Support Vector Machine
Abstract 708 | PDF Downloads 744 | DOI https://doi.org/10.36001/phme.2021.v6i1.2942
Page 8
Towards a Digital Twin Enabled Multifidelity Framework for Small Satellites
Abstract 800 | PDF Downloads 1256 | DOI https://doi.org/10.36001/phme.2021.v6i1.2801
Page 10
Securing Deep Learning Models with Autoencoder based Anomaly Detection
Abstract 995 | PDF Downloads 903 | DOI https://doi.org/10.36001/phme.2021.v6i1.2841
Page 13
A Deep Support Vector Data Description Method for Anomaly Detection in Helicopters
Abstract 2281 | PDF Downloads 1952 | DOI https://doi.org/10.36001/phme.2021.v6i1.2957
Page 9
Robust Model-Based Fault Detection Using Monte-Carlo Methods and Highest Density Regions
Abstract 522 | PDF Downloads 639 | DOI https://doi.org/10.36001/phme.2021.v6i1.2840
Page 11
Evaluation of ML Algorithms for System Dynamics Identification of Aircraft Pressure Control System
Abstract 526 | PDF Downloads 600 | DOI https://doi.org/10.36001/phme.2021.v6i1.2799
Page 7
Evaluating word representations in a technical language processing pipeline
Abstract 963 | PDF Downloads 1182 | DOI https://doi.org/10.36001/phme.2021.v6i1.2894
Page 17
Lean Blowout Sensing and Processing via Optical Interferometry and Wavelet Analysis of Dynamic Pressure Data
Abstract 939 | PDF Downloads 532 | DOI https://doi.org/10.36001/phme.2021.v6i1.2805
Page 11
Technical Language Processing for Efficient Classification of Failure Events for Safety Critical Equipment
Abstract 910 | PDF Downloads 1063 | DOI https://doi.org/10.36001/phme.2021.v6i1.2792
Page 9
Rapid Material Characterization using Smart Skin with functional Data Analysis
Abstract 697 | PDF Downloads 429 | DOI https://doi.org/10.36001/phme.2021.v6i1.2884
Page 7
Algorithmically Exploiting the Knowledge Accumulated in Textual Domains for Technical Support
Abstract 613 | PDF Downloads 510 | DOI https://doi.org/10.36001/phme.2021.v6i1.2900
Page 12
Multiple-Model Estimation-based Prognostics for Rotating Machinery
Abstract 592 | PDF Downloads 524 | DOI https://doi.org/10.36001/phme.2021.v6i1.2956
Page 11
A Semantic Similarity Model to Compare Heterogeneous Data Sources to Augment Engineering Data with New Failure modes in Automotive Industry
Abstract 649 | PDF Downloads 509 | DOI https://doi.org/10.36001/phme.2021.v6i1.2887
Page 10
Diagnosing the Stage of COVID-19 using Machine Learning on Breath Sounds
Abstract 731 | PDF Downloads 580 | DOI https://doi.org/10.36001/phme.2021.v6i1.2858
Page 12
Harmonic Drive Gear Failures in Industrial Robots Applications: An Overview
Abstract 4641 | PDF Downloads 7354 | DOI https://doi.org/10.36001/phme.2021.v6i1.2849
Page 11
Bearings Fault Detection Using Hidden Markov Models and Principal Component Analysis Enhanced Features
Abstract 789 | PDF Downloads 1518 | DOI https://doi.org/10.36001/phme.2021.v6i1.2947
Page 11
Data Selection Criteria for the Application of Predictive Maintenance to Centrifugal Pumps
Abstract 1591 | PDF Downloads 628 | DOI https://doi.org/10.36001/phme.2021.v6i1.2839
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Data Analytics Methodology for Construction of Fouling Prognostic Indicators: Towards Cost-Effective Maintenance Scheduling
Abstract 591 | PDF Downloads 434 | DOI https://doi.org/10.36001/phme.2021.v6i1.2886
Page 8
Bayesian Vehicle Fleet Survival Analysis based onWorkshop-Service Data
Abstract 685 | PDF Downloads 716 | DOI https://doi.org/10.36001/phme.2021.v6i1.2842
Page 9
A Probabilistic Similarity Based Modeling Approach for Turbomachine Fault Prediction
Abstract 561 | PDF Downloads 831 | DOI https://doi.org/10.36001/phme.2021.v6i1.2952
Page 9
Fault Detection and Condition Monitoring in District Heating Using Smart Meter Data
Abstract 1345 | PDF Downloads 951 | DOI https://doi.org/10.36001/phme.2021.v6i1.2786
Page 11
A Natural Language Processing method for the identification of the factors influencing road accident severity
Abstract 960 | PDF Downloads 1030 | DOI https://doi.org/10.36001/phme.2021.v6i1.2899
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Domain Adaptations for Guided Wave SHM of Composites: Towards Fleet Monitoring
Abstract 480 | PDF Downloads 466 | DOI https://doi.org/10.36001/phme.2021.v6i1.2893
Page 9
Feature Based Bearing Fault Detection With Phase Current Sensor Signals Under Different Operating Conditions
Abstract 606 | PDF Downloads 984 | DOI https://doi.org/10.36001/phme.2021.v6i1.2852
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An Assessment of the Economic Viability of Engine Wash Procedures on the Lifecycle Costs of an Aircraft Fleet.
Abstract 2148 | PDF Downloads 1211 | DOI https://doi.org/10.36001/phme.2021.v6i1.2892
Page 14
Metalworking Fluid Classification Based on Acoustic Emission Signals and Convolutional Neural Network
Abstract 703 | PDF Downloads 581 | DOI https://doi.org/10.36001/phme.2021.v6i1.2798
Page 6
Automate Quality Prediction in an End-of-Line Test of a Highly Variant Production of Geared Motors – Discussion of a Full Concept
Abstract 651 | PDF Downloads 537 | DOI https://doi.org/10.36001/phme.2021.v6i1.2803
Page 10
Real-time Diagnosis Of Physical Failures Using Causation-based AI
Abstract 694 | PDF Downloads 590 | DOI https://doi.org/10.36001/phme.2021.v6i1.2831
Page 7
Generative Adversarial Networks used for latent space Optimization: a comparative study for the Classification of Partial Discharge Sources
Abstract 538 | PDF Downloads 301 | DOI https://doi.org/10.36001/phme.2021.v6i1.2867
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Transfer Learning Approaches for Wind Turbine Fault Detection using Deep Learning
Abstract 1300 | PDF Downloads 735 | DOI https://doi.org/10.36001/phme.2021.v6i1.2835
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Remaining Useful Life Prediction of Turbo Actuators for Predictive Maintenance of Diesel Engines
Abstract 942 | PDF Downloads 927 | DOI https://doi.org/10.36001/phme.2021.v6i1.2959
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Data Challenge Winners
Rule-based Diagnostics of a Production Line
Abstract 932 | PDF Downloads 760 | DOI https://doi.org/10.36001/phme.2021.v6i1.3042
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Ensemble of LSTM Networks for Fault Detection, Classification, and Root Cause Identification in Quality Control Line
Abstract 847 | PDF Downloads 995 | DOI https://doi.org/10.36001/phme.2021.v6i1.3043
Page 6
Divide, Propagate and Conquer: Splitting a Complex Diagnosis Problem for Early Detection of Faults in a Manufacturing Production Line
Abstract 936 | PDF Downloads 691 | DOI https://doi.org/10.36001/phme.2021.v6i1.3039
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Fault Detection and Classification for Robotic Test-bench
Abstract 968 | PDF Downloads 584 | DOI https://doi.org/10.36001/phme.2021.v6i1.3040
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